Research
Web research + research systems
Future workflows may connect external research without hiding which source informed a claim.
L3 · Evidence Intelligence
Agreement without evidence is only correlated speculation.
Important claims should stay connected to sources, counter-evidence, assumptions, confidence, and unresolved uncertainty.
From claim to uncertainty
CLAIM
EVIDENCE
COUNTER-EVIDENCE
ASSUMPTION
CONFIDENCE
UNCERTAINTY
Potential evidence boundaries
Organization
Company documents + internal knowledge
Evidence boundaries should make it clear which private or internal context a role can access.
Systems
GitHub + APIs + MCP sources
Structured connectors can bring technical, market, or operational evidence into a decision record.
Product direction
Product direction: An advanced universal evidence graph is a future capability, not a completed deployment claim. The purpose is to make factual strength and weakness legible.